Links
Past & Ongoing Research
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Disaster-resilient communication networks: fault-tolerance, survivability, and robustness under failures or attacks
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Resilient control planes in virtualized networks and Software-Defined Networks (vSDNs)
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Optimization methods for hypervisor placement, load balancing, and controller selection under adversarial or failure scenarios
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Mobile positioning and localization: development of 4G/5G positioning systems and research in ML-based location estimation
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Integration of networking and AI/ML in resilience and system automation
Research Interests & Directions
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Resilient and self-healing networks under both random and targeted disruptions
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AI / ML for network robustness: anomaly detection, predictive adaptation, reinforcement learning
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Hybrid optimization + learning methods for network planning and control
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Agentic / autonomous systems in networking and communications
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MLOps in networking contexts: deploying, maintaining, and validating ML models in operational networks